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Category — Artificial Intelligence
SOC For All: Why Every Company Can Now Afford One

SOC For All: Why Every Company Can Now Afford One

Sept 15, 2025
For most of its history, the Security Operations Center (SOC) has been a privilege of the few. Building one meant millions in technology spend and round-the-clock analyst coverage. Unsurprisingly, for years, SOCs were a privilege of the few -  large enterprises and organizations with high-risk profiles, where budgets and scale justified the investment. Everyone else was left with partial coverage or had to outsource. That reality is changing. AI has flipped the SOC equation. What was once out of reach for all but the largest enterprises is now accessible and affordable for nearly every company that needs one. The risk every company faces By now, almost any 9-year-old knows that cyberattacks threaten every company . It’s no longer just banks and financial giants in the crosshairs. Over the past decade, cyberattacks have expanded into every sector, from e-commerce sites to research institutes to local hospitals. Recent data from the ‘VikingCloud 2025 SMB Threat Landscape’ repo...
Taming AI's Threat Vectors: Why CISOs Must Adopt a Secure Enterprise Browser (SEB)

Taming AI's Threat Vectors: Why CISOs Must Adopt a Secure Enterprise Browser (SEB)

Sept 15, 2025
Artificial Intelligence (AI) has served as a great resource for cyber defenders by enabling real-time detection and response through advanced pattern recognition and predictive analysis that traditional methods weren't able to achieve. However, AI has recently become a dangerous and widely available enabler for attackers to leverage. CISOs now face adversaries who easily scale large-scale cyberattacks like spear-phishing and polymorphic malware at machine speed.  This article examines the rising AI-driven cyberthreat landscape and presents the browser, the enterprises’ new endpoint, as the most strategic control plane for defense. By adopting a Secure Enterprise Browser (SEB) into the security stack, enterprises can reduce their attack surface, contain incidents at scale, and future-proof themselves against these advanced attacks.  Why Traditional Defenses Struggle Against AI  Most organizations have robust defense in place against cyberattacks, such as firewalls, EDR...
AI's Hidden Security Debt

AI's Hidden Security Debt

Aug 18, 2025
AI-powered coding assistants now play a central role in modern software development. Developers use them to speed up tasks, reduce boilerplate snippets, and automate routine code generation. But with that speed comes a dangerous trade-off. The tools designed to accelerate innovation are degrading application security by embedding subtle yet serious vulnerabilities in software. Nearly  half of the code snippets generated by five AI models contained bugs that attackers could exploit, a study showed. A second study confirmed the risk, with nearly one-third of Python snippets and a quarter of JavaScript  snippets produced by GitHub Copilot having security flaws . The problem goes beyond flawed output. AI tools instill a false sense of confidence. Developers using AI assistance not only  wrote significantly less secure code than those who worked unaided, but they also believed their insecure code was safe, a clear sign of automation bias. The Dangerous Simplicity of AI-...
The New Face of DDoS is Impacted by AI

The New Face of DDoS is Impacted by AI

Aug 04, 2025
The past year has marked a decisive shift in the way Distributed Denial-of-Service (DDoS) attacks operate. DDoS used to mean, simply speaking, the overwhelming of targets with massive amounts of traffic. But now, DDoS attacks have evolved into precision-guided threats – and this transformation can be partly attributed to AI.  The acceleration is measurable. In the first quarter of 2025 alone, DDoS incidents surged by 358 percent compared to the same period in 2024, according to Cloudflare. Even more concerning, the proportion of attacks that caused actual production downtime rose by 53 percent. This is not just a spike. It is a sign that attackers are fundamentally changing how DDoS campaigns are planned, launched, and adapted in real time. The consequences are significant: organizations that rely on legacy DDoS defenses or irregular testing methods are finding themselves exposed, often without knowing it. How Attackers are Enhancing DDoS Attacks DDoS attacks historically reli...
Dissecting the 2025 Microsoft Vulnerabilities Report: Key Trends and Insights

Dissecting the 2025 Microsoft Vulnerabilities Report: Key Trends and Insights

May 05, 2025
Many of the day-to-day digital operations of businesses, governments, and critical infrastructure have one thing in common: Microsoft. From the Microsoft Windows operating systems powering endpoints and servers, to Azure’s rapidly growing cloud services, Microsoft’s products are everywhere, making the company and its products attractive targets for threat actors seeking to exploit vulnerabilities at scale.  With more than 1.4 billion Windows users around the globe and the adoption of platforms like Microsoft 365, Active Directory, and Azure surging, a single exploitable vulnerability in a Microsoft product can open the door to privilege escalation, lateral movement, or ransomware deployments that impact tens of thousands of interconnected systems. Whether nation state or financially motivated, modern cyber-crime syndicates will consistently take the path of least resistance, and vulnerable assets are a reliable attack vector. For twelve years, the Microsoft Vulnerabilities Repor...
AI, the Access-Trust Gap & The Droids We're Looking For

AI, the Access-Trust Gap & The Droids We're Looking For

May 05, 2025
I have been a Star Wars fan since the moment I took my seat in the theatre and saw Princess Leia’s rebel ship trying to outrun an Imperial Star Destroyer. It’s impossible to see that movie (or its greatest successor, Andor ) and not take the side of the underdog rebels, who are determined to escape the iron fist of imperial control. Of course, in my work as a security professional, “control” is the name of the game. I’ve spent as much of my career trying to stop my own end-users from going outside the lines as I have trying to guard against malicious outsiders. I personally still think I’m the good guy, since my ultimate goal is to protect sensitive data, but I understand why IT and security teams are often seen as the bad guys. After all, we do operate according to something called the “rule of no.” It’s not great branding, and increasingly, it just isn’t working. Here’s the situation in 2025: we have a galaxy’s worth of diverse applications, devices, and user identities accessing...
How AI and IoT are Supercharging the DDoS Threat

How AI and IoT are Supercharging the DDoS Threat

Apr 21, 2025
The surge in DDoS attack traffic this year has been driven in part by the rapid expansion of IoT devices - from smart watches and home appliances to cars, hundreds of millions of new devices are joining the global internet. Many of these new devices feature poor security and are easily added to attacker’s pool of botnets.  It is true that the DDoS threat grows alongside internet expansion. But the relationship isn’t linear. The true catalyst behind this surge lies in the mass availability of botnet-for-hire platforms and low-barrier attack tools. Meanwhile, the number of high-value targets – such as financial institutions, governments, and critical infrastructure – remains relatively fixed. The result is a growing imbalance, in which more attackers are armed with more tools - targeting the same essential services with increasing frequency and complexity. How AI Makes DDoS More Dangerous  AI and machine learning are impacting the evolution of DDoS strategies and tactics. T...
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